The air in the library felt thick, stifling. Clara, usually a voracious reader, found herself unable to focus on a single sentence. James, the “successful writer” who had supposedly just signed a major publishing deal, had been exposed. He was a bus driver.

She’d always envisioned their future; literary events and writerly conventions. She’d adored his wit, his apparent knowledge of the craft. Now, the weight of the revelation settled on her, a physical pressure on her chest, making it hard to breathe.

She traced the spines of the books, each title blurred and meaningless. She wanted to crawl into her bed and sleep until the world ended. The lie had poisoned everything.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

This story is one of 1,000 stories generated for the emotion gloomy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 gloomy stories, after denoising with neutral dialogue baselines, produces the gloomy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the gloomy vector is projected through the unembedding matrix.

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259